PixMeAwayTravel recommendation platform
ecosioSolutions for the exchange of electronic documents
E-Business and E-Commerce include, besides other influencing domains, rapid changes to economic and social processes. For this reason, the E-Commerce group pursues taking an encompassing view at such processes reaching from analyzing enterprises and their respective processes to evaluating the entire market, as well as is active in creating ideas and solutions for meeting the demands of the respective stakeholders.
Overall, the E-Commerce group performs research and creates solutions in the Business-2-Business (B2B) and Business-2-Consumer (B2C) domains. In the B2B domain, the group focuses on (i) business (process) modeling and definition and consequently the specification and implementation of e-business systems while considering and contributing to semantic web research and service-oriented architectures, (ii) ontology engineering and information integration, (iii) "Web Science" focusing on network analysis and content as well as text mining. In the B2C domain, the E-Commerce group performs research targeting (i) visual interaction paradigms as well as (ii) mobile applications. Thereby, our group focuses especially on the development and application of our research in the area of e-tourism and its mobile applications.
Parts of the EC group are working on systems based research, namely on virtualized HPC systems, massive-scale data analytics and energy efficient ultra-scale distributed systems. Our goal thereby is to develop speculative methodologies and techniques to allocate resources in an energy efficient way, but at the same time meet requirements of the end users, like the certain latency of the applications. Our approaches are evaluated quantitatively on different scales by simulations, benchmarks or on experimental clusters. We strive to develop generic methods and methodologies but we let our research be inspired by a set of real world applications from different domains like life science (e.g., DNA sequencing) or social media (e.g., Facebook size data centers).
For an R&D project in the field of etourism we look for candidates with advanced software engineering and design capabilities, experience in service orientation and data modelling. In case you are interested and capable contact Prof. Werthner.
In this project we study information needs of people that are interested in group tours as well as interactions between them. Compared to other travel related products, customers require more heterogeneous and detailed information when booking a group tour; the decision making process usually takes longer.
In our study we analyze user-generated content from the Web platform TourRadar.com. On this platform, group tours all over the world can be compared and booked. Furthermore, users are given the opportunity to engage with co-travelers in so-called meets before the tour starts. In those meets typically tour related questions are discussed. After the tour reviews can be published on the platform. A review may contain free text as well as five-star ratings for a number of categories such as value for money, guide and transportation. From both meets and reviews we extract topics that are relevant to the users with the help of text mining approaches, topic models and machine learning techniques. Furthermore, we apply social network analysis to study the user community of the platform and their dynamics.
The results of our analyses will be used to enhance the information content on the platform in order to facilitate the decision making process of the customers.
The EC group has - together with Eutema and i2c - launched a new project "EIT ICT Lab Austria". Its aim is to prepare an Austrian participation in the ICTLabs of the European Institute of Technology (EIT).
The EIT ICTLabs belong to one of the first Knowledge and Innovation Communities (KICs) of the EIT and are an initiative of the European Union. Since 2010, the ICTLabs brings together researchers, scientists and companies to implement IT innovations for economic growth and quality of life in Europe. The partners of the ICT Labs encompass leading academic institutions, top universities and industrial heavyweights in Europe. This project is designed to prepare an application for membership in the ICT Labs so that Austrian organizations may have access to the European wide network of the ICTLabs.
We are pleased to introduce the new members of our group: Tatjana Slavova and Christina Maria Bachmaier.
Dr. Tatiana Slavova has joined the EC group as a project assistant. Previously, she worked at the University of Vienna, as well as at the Vienna University of Economics and Business and at the Institute for Advanced Studies. Before coming to Vienna, she was a professor of mathematics at the University of Civil Aviation in Kiev. She received her first master degree in applied mathematics at the faculty of Cybernetics at Taras Shevchenko National University (Kiev), and the second degree in Informatics and Applied Financial and Actuarial Science at the University of Nice (France). Tatjana has defended her PhD in applied mathematics at Glushkov Institute of Cybernetics of the Academy of Sciences (Ukraine). The title of her thesis is “Optimal Control of Terminal Domains and Computation of the Accelerating and Focusing Structures”.
Research Interests: Financial and Actuarial Mathematics, Economics, Optimal Control and Optimization, Modeling under Uncertainty, Machine Learning, Text Mining
Christina Bachmaier was born in Upper Austria and moved to Vienna in 2005, to study Journalism and Communication Science. She has gained working experiences in project management and marketing at the Museum of Modern Art, the Medienwirtschaft Publishing House and Esprit PR and finally found her way to the Innovation Center at the Vienna University of Technology in 2014. Christina received a Master degree from University of Vienna in 2012. In her master thesis she focused on the impact of bad TV news on the (short-run) state of mind of the recipients. In an experiment with more than 140 participants she screened her thesis, illustrating her findings in a statistically master piece. At the Innovations Center Christina´s agendas include supporting visiting professors, students, keeping the website up-to-date as well as handling any other duties and responsibilities.
For start-ups related to web applications, the topic of validated learning & split tests is very important (see e.g. the book "The Lean Startup"). This event will be in German language and will report about our practical experience in applying the idea of split tests to TechnoWeb. If you are interested, you are invited to participate in the event. The participation is free of charge. A registration at http://doodle.com/aeu34xbrch5s922u is required.
Original Invitation (in German):
Liebe IEEE-Mitglieder (deren Societies dem IEEE Technology Management Council zugeordnet sind),
Das IEEE Technology Management Council Chapter Central Europe lädt Sie im Rahmen unserer Social Media Serie wieder zu einer spannenden Praxis-Veranstaltung ein:
Diesmal zum Thema
"Validated Learning / Split Tests bei Web-Applikationen"
Impulsvortrag von Andreas Oertl.
Datum: Mittwoch 27.11.2013
Zeit: 17:30-19:00, anschließend gemeinsames Abendessen, wer Lust hat.
Ort: TU-Wien, Favoritenstraße 9-11, 1040 Wien, 4. Stock, SEM 188/2,
Wer das Buch "The Lean Startup" gelesen hat, weiß wie wichtig es ist, so früh wie möglich Feedback von den Usern zu bekommen, ob ein neu eingeführtes Tool oder auch nur ein neues Feature in einem bestehen Tool wirklich das bewirkt, was angedacht ist.
Im Rahmen vom TechnoWeb Projekt haben wir erste Erfahrungen mit Split-Testing (oder A/B Testing) gemacht. Dabei wird nur einem zufällig ausgewählten Teil der User ein neues Feature zur Verfügung gestellt, um messen zu können, ob es die gewünschte Wirkung hat. Gar nicht so einfach wie wir dachten. Andreas Oertl ist bereit über die Erfahrungen zu berichten (TechnoWeb ist nur das Anwendungsbeispiel – das Thema selbst hat aber nichts mit TechnoWeb zu tun). Solche Messungen sollten sinnvollerweise statistisch signifikant sein, um Entscheidungen daraus ableiten zu können.
Bitte um Info, wenn auch wer von Euch Ebenfalls Erfahrungen hat und bereit ist darüber zu berichten – dann können wir das in die Agenda einplanen
Die Teilnahme ist kostenlos. Eine Anmeldung via Doodle ist jedoch erforderlich: http://doodle.com/aeu34xbrch5s922u
Andreas Oertl und Michael Heiss
Doz. Dr. Michael Heiss
Siemens Corporate Technology
Technology & Innovation Management
Open Innovation & Scouting
The course Information Search on the Internet will not be offered this Winter Term. For that reason, the course Web Science, which starts on November 21, can also be combined with Service Design, Management and Composition in order to constitute a module within the Specialization Track Business Informatics (SBI).
Service Design, Management and Composition is going to take place again in Summer Term 2014.